Run
155043

Run 155043

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 10-02-2015 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.DecisionStump(1)Moa implementation of DecisionStump
moa.DecisionStump(1)_g1000
moa.DecisionStump(1)_bfalse
moa.DecisionStump(1)_cInfoGainSplitCriterion

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
0.6727
Per class
Confusion matrix
F measure
0.6694
Per class
Kappa
0.3367
KB relative information score
146225.3778
Mean absolute error
0.4406
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.67
Per class
Predictive accuracy
0.6691
Prior entropy
1
Recall
0.6691
Per class
Relative absolute error
0.8813
Root mean prior squared error
0.5
Root mean squared error
0.4695
Root relative squared error
0.9389