Run
1833504

Run 1833504

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 20-10-2016 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
0.6102
Per class
Confusion matrix
F measure
0.2846
Per class
Kappa
0.2163
KB relative information score
274173.3397
Mean absolute error
0.075
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.2866
Per class
Predictive accuracy
0.2873
Prior entropy
4.2479
Recall
0.2873
Per class
Relative absolute error
0.7523
Root mean prior squared error
0.2233
Root mean squared error
0.2739
Root relative squared error
1.2267