Run
3942

Run 3942

Task 2172 (Supervised Data Stream Classification) labor 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
0.8581
Per class
Confusion matrix
F measure
0.7357
Per class
Kappa
0.4063
KB relative information score
29.6937
Mean absolute error
0.2422
Mean prior absolute error
0.5
Number of instances
57
Per class
Precision
0.7536
Per class
Predictive accuracy
0.7544
Prior entropy
1
Ram hours
0
Recall
0.7544
Per class
Relative absolute error
0.4844
Root mean prior squared error
0.5
Root mean squared error
0.4179
Root relative squared error
0.8358
Run CPU time
0.0009