Run
177580

Run 177580

Task 7379 (Supervised Data Stream Classification) BNG(autos,5000,10) 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
0.7016
Per class
Confusion matrix
F measure
0.3948
Per class
Kappa
0.2234
KB relative information score
340231.5861
Mean absolute error
0.1944
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3963
Per class
Predictive accuracy
0.4219
Prior entropy
2.8074
Recall
0.4219
Per class
Relative absolute error
0.7937
Root mean prior squared error
0.3499
Root mean squared error
0.3188
Root relative squared error
0.9112