DEVELOPMENT... OpenML
Run
3601

Run 3601

Task 2203 (Supervised Data Stream Classification) dermatology Uploaded 30-04-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.9714
Per class
Confusion matrix
F measure
0.9103
Per class
Kappa
0.8838
KB relative information score
326.5331
Mean absolute error
0.0372
Mean prior absolute error
0.2778
Number of instances
366
Per class
Precision
0.9219
Per class
Predictive accuracy
0.9071
Prior entropy
2.585
Ram hours
0
Recall
0.9071
Per class
Relative absolute error
0.134
Root mean prior squared error
0.3727
Root mean squared error
0.1617
Root relative squared error
0.4338
Run CPU time
0.0161