Run
166573

Run 166573

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 18-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_DecisionStump(1)Moa implementation of LeveragingBag
moa.DecisionStump(1)_g1000
moa.DecisionStump(1)_bfalse
moa.DecisionStump(1)_cInfoGainSplitCriterion
moa.LeveragingBag_DecisionStump(1)_lmoa.classifiers.trees.DecisionStump
moa.LeveragingBag_DecisionStump(1)_s10
moa.LeveragingBag_DecisionStump(1)_w6.0
moa.LeveragingBag_DecisionStump(1)_a0.002
moa.LeveragingBag_DecisionStump(1)_ofalse
moa.LeveragingBag_DecisionStump(1)_mLeveragingBag
moa.LeveragingBag_DecisionStump(1)_r1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.7915
Per class
Confusion matrix
F measure
0.3391
Per class
Kappa
0.3223
KB relative information score
400075.4922
Mean absolute error
0.2081
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.4335
Per class
Predictive accuracy
0.4905
Prior entropy
2.585
Recall
0.4905
Per class
Relative absolute error
0.7491
Root mean prior squared error
0.3727
Root mean squared error
0.3225
Root relative squared error
0.8652