Run
278004

Run 278004

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 07-03-2015 by Jan van Rijn
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
314.3645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.2771
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)