Run
5551

Run 5551

Task 2269 (Supervised Data Stream Classification) 20_newsgroups.drift Uploaded 02-05-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.8305
Per class
Confusion matrix
F measure
0.9408
Per class
Kappa
0.28
KB relative information score
341064.1243
Mean absolute error
0.0804
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.9378
Per class
Predictive accuracy
0.9509
Prior entropy
1
Ram hours
0
Recall
0.9509
Per class
Relative absolute error
0.1608
Root mean prior squared error
0.5
Root mean squared error
0.2075
Root relative squared error
0.415
Run CPU time
69.5712