Run
338445

Run 338445

Task 1907 (Supervised Classification) colic Uploaded 27-03-2015 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
0.7846
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7934
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.557
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1880.5712
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2258
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7936
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7932
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7932
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4844
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4314
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8937
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1256.2802
UserCPU time millis
70
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10 times 10-fold Crossvalidation)