DEVELOPMENT... OpenML
Run
3410

Run 3410

Task 2188 (Supervised Data Stream Classification) mfeat-pixel Uploaded 30-04-2014 by Jason
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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
0.9709
Per class
Confusion matrix
F measure
0.813
Per class
Kappa
0.7983
KB relative information score
1638.351
Mean absolute error
0.0413
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8368
Per class
Predictive accuracy
0.8185
Prior entropy
3.3219
Ram hours
0
Recall
0.8185
Per class
Relative absolute error
0.2297
Root mean prior squared error
0.3
Root mean squared error
0.1682
Root relative squared error
0.5607
Run CPU time
0.17

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