DEVELOPMENT... OpenML
Run
154960

Run 154960

Task 2448 (Supervised Data Stream Classification) meta_stream_intervals.arff 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
0.8307
Per class
Confusion matrix
F measure
0.5353
Per class
Kappa
0.4156
KB relative information score
23583.4544
Mean absolute error
0.0753
Mean prior absolute error
0.142
Number of instances
45164
Per class
Precision
0.6417
Per class
Predictive accuracy
0.53
Prior entropy
3.7004
Recall
0.53
Per class
Relative absolute error
0.5306
Root mean prior squared error
0.2665
Root mean squared error
0.2596
Root relative squared error
0.9741