Run
5319

Run 5319

Task 2170 (Supervised Data Stream Classification) anneal Uploaded 01-05-2014 by Jan van Rijn
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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
0.4849
Per class
Confusion matrix
F measure
0.6677
Per class
Kappa
0.0301
KB relative information score
572.8594
Mean absolute error
0.1312
Mean prior absolute error
0.2778
Number of instances
898
Per class
Precision
0.6931
Per class
Predictive accuracy
0.7628
Prior entropy
2.585
Ram hours
0
Recall
0.7628
Per class
Relative absolute error
0.4724
Root mean prior squared error
0.3727
Root mean squared error
0.2591
Root relative squared error
0.6952
Run CPU time
0.0228