Run
5104

Run 5104

Task 2192 (Supervised Data Stream Classification) mushroom Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9721
Per class
Confusion matrix
F measure
0.9262
Per class
Kappa
0.8525
KB relative information score
6310.5962
Mean absolute error
0.1207
Mean prior absolute error
0.5
Number of instances
8124
Per class
Precision
0.9322
Per class
Predictive accuracy
0.9266
Prior entropy
1
Recall
0.9266
Per class
Relative absolute error
0.2413
Root mean prior squared error
0.5
Root mean squared error
0.2472
Root relative squared error
0.4943
Run CPU time
0.31