Run
177598

Run 177598

Task 7385 (Supervised Data Stream Classification) BNG(lymph,1000,10) Uploaded 23-02-2015 by Jan van Rijn
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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.

18 Evaluation measures

Area under ROC curve
0.5979
Per class
Confusion matrix
F measure
0.535
Per class
Kappa
0.124
KB relative information score
456766.8419
Mean absolute error
0.2547
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5397
Per class
Predictive accuracy
0.5678
Prior entropy
2
Recall
0.5678
Per class
Relative absolute error
0.6791
Root mean prior squared error
0.433
Root mean squared error
0.362
Root relative squared error
0.836