Run
3700

Run 3700

Task 2197 (Supervised Data Stream Classification) credit-approval Uploaded 30-04-2014 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
0.7387
Per class
Confusion matrix
F measure
0.6834
Per class
Kappa
0.3686
KB relative information score
151.0858
Mean absolute error
0.4001
Mean prior absolute error
0.5
Number of instances
690
Per class
Precision
0.6928
Per class
Predictive accuracy
0.6826
Prior entropy
1
Ram hours
0
Recall
0.6826
Per class
Relative absolute error
0.8003
Root mean prior squared error
0.5
Root mean squared error
0.4724
Root relative squared error
0.9448
Run CPU time
0.0051