Run
274108

Run 274108

Task 1795 (Supervised Classification) credit-g Uploaded 06-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6742
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.6941
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.2749
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
974.1356
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3167
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6955
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6928
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6928
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7538
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.5212
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.1373
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1449.4352
UserCPU time millis
230
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
190
Cross-validation details (5 times 2-fold Crossvalidation)