Run
159139

Run 159139

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.6947
Per class
Confusion matrix
F measure
0.8274
Per class
Kappa
0.4454
KB relative information score
522264.1291
Mean absolute error
0.26
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8268
Per class
Predictive accuracy
0.8403
Prior entropy
1
Recall
0.8403
Per class
Relative absolute error
0.52
Root mean prior squared error
0.5
Root mean squared error
0.3604
Root relative squared error
0.7207