Run
3393

Run 3393

Task 2193 (Supervised Data Stream Classification) colic 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
0.6167
Per class
Confusion matrix
F measure
0.6485
Per class
Kappa
0.1968
KB relative information score
74.5028
Mean absolute error
0.407
Mean prior absolute error
0.5
Number of instances
368
Per class
Precision
0.6438
Per class
Predictive accuracy
0.6603
Prior entropy
1
Ram hours
0
Recall
0.6603
Per class
Relative absolute error
0.814
Root mean prior squared error
0.5
Root mean squared error
0.4721
Root relative squared error
0.9442
Run CPU time
0.01