DEVELOPMENT... OpenML
Run
4293

Run 4293

Task 2210 (Supervised Data Stream Classification) haberman Uploaded 30-04-2014 by Felicia West
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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
0.5548
Per class
Confusion matrix
F measure
0.6467
Per class
Kappa
0.0399
KB relative information score
91.8186
Mean absolute error
0.3642
Mean prior absolute error
0.5
Number of instances
306
Per class
Precision
0.6444
Per class
Predictive accuracy
0.7222
Prior entropy
1
Recall
0.7222
Per class
Relative absolute error
0.7283
Root mean prior squared error
0.5
Root mean squared error
0.4475
Root relative squared error
0.8951
Run CPU time
0.01