DEVELOPMENT... OpenML
Run
154932

Run 154932

Task 7278 (Supervised Data Stream Classification) BNG(spect_test) 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
0.8777
Per class
Confusion matrix
F measure
0.9028
Per class
Kappa
0.2615
KB relative information score
785927.3168
Mean absolute error
0.1148
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9082
Per class
Predictive accuracy
0.9236
Prior entropy
1
Recall
0.9236
Per class
Relative absolute error
0.2295
Root mean prior squared error
0.5
Root mean squared error
0.2413
Root relative squared error
0.4826