DEVELOPMENT... OpenML
Run
4930

Run 4930

Task 2242 (Supervised Data Stream Classification) spect_test Uploaded 30-04-2014 by Felicia West
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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
0.5712
Per class
Confusion matrix
F measure
0.5637
Per class
Kappa
0.1159
KB relative information score
9.9126
Mean absolute error
0.4776
Mean prior absolute error
0.5
Number of instances
187
Per class
Precision
0.5631
Per class
Predictive accuracy
0.5668
Prior entropy
1
Recall
0.5668
Per class
Relative absolute error
0.9553
Root mean prior squared error
0.5
Root mean squared error
0.5043
Root relative squared error
1.0086
Run CPU time
0.05