Run
158456

Run 158456

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 12-02-2015 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
0.6932
Per class
Confusion matrix
F measure
0.7586
Per class
Kappa
0.4205
KB relative information score
741688.2241
Mean absolute error
0.095
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7289
Per class
Predictive accuracy
0.8292
Prior entropy
2.585
Recall
0.8292
Per class
Relative absolute error
0.342
Root mean prior squared error
0.3727
Root mean squared error
0.218
Root relative squared error
0.5849