Run
1835190

Run 1835190

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_HoeffdingTree(1)Moa implementation of AccuracyWeightedEnsemble
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000
moa.HoeffdingTree(7)_g100
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c0.01
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNB
moa.HoeffdingTree(7)_q0
moa.AccuracyWeightedEnsemble_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.AccuracyWeightedEnsemble_HoeffdingTree(1)_n128.0
moa.AccuracyWeightedEnsemble_HoeffdingTree(1)_r256.0
moa.AccuracyWeightedEnsemble_HoeffdingTree(1)_c1000
moa.AccuracyWeightedEnsemble_HoeffdingTree(1)_f10

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
0.81
Per class
Confusion matrix
F measure
0.6748
Per class
Kappa
0.4513
KB relative information score
1024636.1897
Mean absolute error
0.08
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.6756
Per class
Predictive accuracy
0.6801
Prior entropy
3.3219
Recall
0.6801
Per class
Relative absolute error
0.4446
Root mean prior squared error
0.3
Root mean squared error
0.2117
Root relative squared error
0.7056