Run
1834858

Run 1834858

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 24-10-2016 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
0.6067
Per class
Confusion matrix
F measure
0.2923
Per class
Kappa
0.2135
KB relative information score
259718.73
Mean absolute error
0.1416
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.2937
Per class
Predictive accuracy
0.2921
Prior entropy
3.3219
Recall
0.2921
Per class
Relative absolute error
0.7865
Root mean prior squared error
0.3
Root mean squared error
0.3763
Root relative squared error
1.2542