Run
159154

Run 159154

Task 7279 (Supervised Data Stream Classification) BNG(spectf_test) 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
0.6499
Per class
Confusion matrix
F measure
0.6902
Per class
Kappa
0
KB relative information score
381831.2287
Mean absolute error
0.3257
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7056
Per class
Predictive accuracy
0.7848
Prior entropy
1
Recall
0.7848
Per class
Relative absolute error
0.6515
Root mean prior squared error
0.5
Root mean squared error
0.3986
Root relative squared error
0.7971