DEVELOPMENT... OpenML
Run
154930

Run 154930

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 10-02-2015 by Jason
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(1)_q0

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
0.9156
Per class
Confusion matrix
F measure
0.5187
Per class
Kappa
0.5014
KB relative information score
561407.2475
Mean absolute error
0.044
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5202
Per class
Predictive accuracy
0.5206
Prior entropy
4.7004
Recall
0.5206
Per class
Relative absolute error
0.595
Root mean prior squared error
0.1923
Root mean squared error
0.1559
Root relative squared error
0.8109