Run
178947

Run 178947

Task 7347 (Supervised Data Stream Classification) BNG(kr-vs-kp,1000,1) Uploaded 23-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9024
Per class
Confusion matrix
F measure
0.8195
Per class
Kappa
0.6384
KB relative information score
545190.7526
Mean absolute error
0.2379
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8196
Per class
Predictive accuracy
0.8195
Prior entropy
1
Recall
0.8195
Per class
Relative absolute error
0.4758
Root mean prior squared error
0.5
Root mean squared error
0.3562
Root relative squared error
0.7124