Run
529752

Run 529752

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 04-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.8662
Per class
Confusion matrix
F measure
0.8378
Per class
Kappa
0.4846
KB relative information score
590061.4962
Mean absolute error
0.2168
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8364
Per class
Predictive accuracy
0.8475
Prior entropy
1
Recall
0.8475
Per class
Relative absolute error
0.4337
Root mean prior squared error
0.5
Root mean squared error
0.3331
Root relative squared error
0.6661