Run
4576

Run 4576

Task 2218 (Supervised Data Stream Classification) heart-h Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9858
Per class
Confusion matrix
F measure
0.5716
Per class
Kappa
0.1176
KB relative information score
201.3966
Mean absolute error
0.1103
Mean prior absolute error
0.32
Number of instances
294
Per class
Precision
0.7838
Per class
Predictive accuracy
0.6735
Prior entropy
2.3219
Recall
0.6735
Per class
Relative absolute error
0.3446
Root mean prior squared error
0.4
Root mean squared error
0.3017
Root relative squared error
0.7542