Run
2670

Run 2670

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 28-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.8168
Per class
Confusion matrix
F measure
0.2394
Per class
Kappa
0.2224
KB relative information score
296302.2353
Mean absolute error
0.0654
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.2499
Per class
Predictive accuracy
0.2524
Prior entropy
4.7004
Ram hours
0
Recall
0.2524
Per class
Relative absolute error
0.8846
Root mean prior squared error
0.1923
Root mean squared error
0.1817
Root relative squared error
0.945
Run CPU time
37.9202