Run
3580

Run 3580

Task 2249 (Supervised Data Stream Classification) baseball Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.5454
Per class
Confusion matrix
F measure
0.8732
Per class
Kappa
0.1102
KB relative information score
1168.3065
Mean absolute error
0.0624
Mean prior absolute error
0.4444
Number of instances
1340
Per class
Precision
0.8693
Per class
Predictive accuracy
0.9067
Prior entropy
1.585
Ram hours
0
Recall
0.9067
Per class
Relative absolute error
0.1405
Root mean prior squared error
0.4714
Root mean squared error
0.2488
Root relative squared error
0.5279
Run CPU time
2.66