Run
528382

Run 528382

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 02-03-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_HoeffdingTree(1)Moa implementation of StackingAttemptV2
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0
moa.StackingAttemptV2_HoeffdingTree(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_HoeffdingTree(1)_mmoa.classifiers.trees.HoeffdingTree
moa.StackingAttemptV2_HoeffdingTree(1)_ctrue
moa.StackingAttemptV2_HoeffdingTree(1)_hfalse

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.

18 Evaluation measures

Area under ROC curve
0.6953
Per class
Confusion matrix
F measure
0.6904
Per class
Kappa
0.3006
KB relative information score
481458.7072
Mean absolute error
0.2594
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7811
Per class
Predictive accuracy
0.7409
Prior entropy
1
Recall
0.7409
Per class
Relative absolute error
0.5189
Root mean prior squared error
0.5
Root mean squared error
0.4976
Root relative squared error
0.9952