Run
5825

Run 5825

Task 2269 (Supervised Data Stream Classification) 20_newsgroups.drift Uploaded 06-05-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.9738
Per class
Confusion matrix
F measure
0.9801
Per class
Kappa
0.7956
KB relative information score
378979.1329
Mean absolute error
0.0276
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.9808
Per class
Predictive accuracy
0.9795
Prior entropy
1
Ram hours
0.0002
Recall
0.9795
Per class
Relative absolute error
0.0551
Root mean prior squared error
0.5
Root mean squared error
0.1428
Root relative squared error
0.2856
Run CPU time
81.2753