Run
5115

Run 5115

Task 2186 (Supervised Data Stream Classification) mfeat-morphological 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
0.9857
Per class
Confusion matrix
F measure
0.8177
Per class
Kappa
0.8067
KB relative information score
1714.3198
Mean absolute error
0.033
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8719
Per class
Predictive accuracy
0.826
Prior entropy
3.3219
Recall
0.826
Per class
Relative absolute error
0.1835
Root mean prior squared error
0.3
Root mean squared error
0.1566
Root relative squared error
0.5222
Run CPU time
0.07