DEVELOPMENT... OpenML
Run
3787

Run 3787

Task 2203 (Supervised Data Stream Classification) dermatology Uploaded 30-04-2014 by Jason
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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
0.8321
Per class
Confusion matrix
F measure
0.5095
Per class
Kappa
0.4135
KB relative information score
172.4381
Mean absolute error
0.1796
Mean prior absolute error
0.2778
Number of instances
366
Per class
Precision
0.5204
Per class
Predictive accuracy
0.5383
Prior entropy
2.585
Ram hours
0
Recall
0.5383
Per class
Relative absolute error
0.6464
Root mean prior squared error
0.3727
Root mean squared error
0.3115
Root relative squared error
0.8359
Run CPU time
0.0079