Run
2617

Run 2617

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 25-04-2014 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
0.7479
Per class
Confusion matrix
F measure
0.682
Per class
Kappa
0.3642
KB relative information score
640193.4686
Mean absolute error
0.1547
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6822
Per class
Predictive accuracy
0.6821
Prior entropy
2.3219
Ram hours
0
Recall
0.6821
Per class
Relative absolute error
0.4836
Root mean prior squared error
0.4
Root mean squared error
0.2873
Root relative squared error
0.7184
Run CPU time
10.11