Run
160190

Run 160190

Task 7311 (Supervised Data Stream Classification) Stagger2 Uploaded 13-02-2015 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
0.9427
Per class
Confusion matrix
F measure
0.8759
Per class
Kappa
0.7558
KB relative information score
451431.0722
Mean absolute error
0.2964
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.903
Per class
Predictive accuracy
0.8761
Prior entropy
1
Recall
0.8761
Per class
Relative absolute error
0.5928
Root mean prior squared error
0.5
Root mean squared error
0.3491
Root relative squared error
0.6981