Run
1833528

Run 1833528

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.DynamicWeightedMajority_HoeffdingTree(1)Moa implementation of DynamicWeightedMajority
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.DynamicWeightedMajority_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.DynamicWeightedMajority_HoeffdingTree(1)_p50
moa.DynamicWeightedMajority_HoeffdingTree(1)_b0.5
moa.DynamicWeightedMajority_HoeffdingTree(1)_t0.01
moa.DynamicWeightedMajority_HoeffdingTree(1)_e2147483647

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
0.6899
Per class
Confusion matrix
F measure
0.6911
Per class
Kappa
0.3894
KB relative information score
661932.3242
Mean absolute error
0.1188
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.712
Per class
Predictive accuracy
0.7031
Prior entropy
2.3219
Recall
0.7031
Per class
Relative absolute error
0.3711
Root mean prior squared error
0.4
Root mean squared error
0.3446
Root relative squared error
0.8615