Run
5016

Run 5016

Task 2183 (Supervised Data Stream Classification) breast-w Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9339
Per class
Confusion matrix
F measure
0.9226
Per class
Kappa
0.8283
KB relative information score
546.7297
Mean absolute error
0.1192
Mean prior absolute error
0.5
Number of instances
699
Per class
Precision
0.9225
Per class
Predictive accuracy
0.9227
Prior entropy
1
Recall
0.9227
Per class
Relative absolute error
0.2383
Root mean prior squared error
0.5
Root mean squared error
0.2584
Root relative squared error
0.5168
Run CPU time
0.02