Run
2150

Run 2150

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 24-04-2014 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
0.9834
Per class
Confusion matrix
F measure
0.9508
Per class
Kappa
0.9015
KB relative information score
863751.8433
Mean absolute error
0.0736
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9515
Per class
Predictive accuracy
0.9507
Prior entropy
1
Ram hours
0
Recall
0.9507
Per class
Relative absolute error
0.1471
Root mean prior squared error
0.5
Root mean squared error
0.201
Root relative squared error
0.4021
Run CPU time
18.98