Run
57631

Run 57631

Task 7279 (Supervised Data Stream Classification) BNG(spectf_test) Uploaded 13-11-2014 by Jan van Rijn
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Flow

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

18 Evaluation measures

Area under ROC curve
0.7271
Per class
Confusion matrix
F measure
0.7066
Per class
Kappa
0.0474
KB relative information score
430802.9558
Mean absolute error
0.2984
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7237
Per class
Predictive accuracy
0.784
Prior entropy
1
Recall
0.784
Per class
Relative absolute error
0.5967
Root mean prior squared error
0.5
Root mean squared error
0.3907
Root relative squared error
0.7815