Issue: False positives during questing and normal gameplay (DS2 / Vorkath / training)

[O-mkar]

Description

I have been using the plugin the entire time while playing normally to contribute data. Initially, I was detected as ~90% real player.

After continuing normal gameplay (training + questing), this dropped to ~69% → ~64%, which seems incorrect.

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My experience

I was doing normal activities:

• Grinding MM2 caves (range XP)
• Spider cave using Lunar spell "Cure Me" (high click spam) Magic XP
• Completing Dragon Slayer II for the first time

During DS2:

Vorkath (quest only):

• Day 1: ~6 deaths
• Day 2: break
• Day 3: after 11 deaths → first kill

Next day:

• Marked as ~4% "Vorkath bot"

Important:

• I only have 1 Vorkath kill (quest kill)
• No farming at all

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Final boss:

• Multiple deaths while learning
• Killed on 4th attempt

Next day:

• Bot probability increased by ~9%

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Problem

Normal player behavior is being flagged as bot-like:

• Learning mechanics (repeated deaths)
• Re-gearing and retrying
• High click-rate manual training
• Quest-based bossing (low kill count)

Even with full gameplay history (including mistakes), the model trends toward bot classification.

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Expected

• Questing should be treated differently from farming
• Low kill-count bosses should not increase bot probability
• Deaths and inconsistent play should reduce bot likelihood

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Summary

Legitimate gameplay (questing, learning bosses, training) is being misclassified as bot-like. The model seems overly sensitive to repetition and input patterns without enough context.

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