Run
166558

Run 166558

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 18-02-2015 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
0.6097
Per class
Confusion matrix
F measure
0.3556
Per class
Kappa
0.1513
KB relative information score
7247.1332
Mean absolute error
0.4105
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.3956
Per class
Predictive accuracy
0.4472
Prior entropy
1.585
Recall
0.4472
Per class
Relative absolute error
0.9237
Root mean prior squared error
0.4714
Root mean squared error
0.4537
Root relative squared error
0.9625