Run
160188

Run 160188

Task 7310 (Supervised Data Stream Classification) Stagger1 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
0.9037
Per class
Confusion matrix
F measure
0.8359
Per class
KB relative information score
714969.3875
Mean absolute error
0.1486
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7892
Per class
Predictive accuracy
0.8884
Prior entropy
1
Recall
0.8884
Per class
Relative absolute error
0.2973
Root mean prior squared error
0.5
Root mean squared error
0.2669
Root relative squared error
0.5338