Run
155064

Run 155064

Task 189 (Supervised Data Stream Classification) covertype Uploaded 10-02-2015 by Jan van Rijn
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Flow

moa.DecisionStump(1)Moa implementation of DecisionStump
moa.DecisionStump(1)_g1000
moa.DecisionStump(1)_bfalse
moa.DecisionStump(1)_cInfoGainSplitCriterion

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
0.7047
Per class
Confusion matrix
F measure
0.3846
Per class
Kappa
0.1083
KB relative information score
319626.3605
Mean absolute error
0.1534
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.4612
Per class
Predictive accuracy
0.5109
Prior entropy
2.8074
Recall
0.5109
Per class
Relative absolute error
0.6266
Root mean prior squared error
0.3499
Root mean squared error
0.2867
Root relative squared error
0.8194