Run
5276

Run 5276

Task 2184 (Supervised Data Stream Classification) mfeat-karhunen Uploaded 01-05-2014 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.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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.

20 Evaluation measures

Area under ROC curve
0.9811
Per class
Confusion matrix
F measure
0.9227
Per class
Kappa
0.9133
KB relative information score
1837.8494
Mean absolute error
0.0163
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.9284
Per class
Predictive accuracy
0.922
Prior entropy
3.3219
Ram hours
0
Recall
0.922
Per class
Relative absolute error
0.0905
Root mean prior squared error
0.3
Root mean squared error
0.1197
Root relative squared error
0.3991
Run CPU time
0.2482