Run
4643

Run 4643

Task 2182 (Supervised Data Stream Classification) mfeat-fourier Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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.

20 Evaluation measures

Area under ROC curve
0.8818
Per class
Confusion matrix
F measure
0.3409
Per class
Kappa
0.3111
KB relative information score
825.6609
Mean absolute error
0.1247
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.4724
Per class
Predictive accuracy
0.38
Prior entropy
3.3219
Ram hours
0
Recall
0.38
Per class
Relative absolute error
0.6927
Root mean prior squared error
0.3
Root mean squared error
0.275
Root relative squared error
0.9167
Run CPU time
0.1