Run
3854

Run 3854

Task 2243 (Supervised Data Stream Classification) spect_train 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
0.5659
Per class
Confusion matrix
F measure
0.6446
Per class
Kappa
0.213
KB relative information score
5.2514
Mean absolute error
0.4743
Mean prior absolute error
0.5
Number of instances
80
Per class
Precision
0.6565
Per class
Predictive accuracy
0.6375
Prior entropy
1
Ram hours
0
Recall
0.6375
Per class
Relative absolute error
0.9487
Root mean prior squared error
0.5
Root mean squared error
0.4975
Root relative squared error
0.995
Run CPU time
0.0009