Run
5337

Run 5337

Task 2246 (Supervised Data Stream Classification) satimage Uploaded 01-05-2014 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
0.9538
Per class
Confusion matrix
F measure
0.7886
Per class
Kappa
0.7348
KB relative information score
4893.8599
Mean absolute error
0.0798
Mean prior absolute error
0.2778
Number of instances
6430
Per class
Precision
0.7966
Per class
Predictive accuracy
0.7843
Prior entropy
2.585
Ram hours
0
Recall
0.7843
Per class
Relative absolute error
0.2873
Root mean prior squared error
0.3727
Root mean squared error
0.2403
Root relative squared error
0.6448
Run CPU time
0.2102