Run
338459

Run 338459

Task 1910 (Supervised Classification) page-blocks 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
0.957
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8461
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
42784.5859
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0146
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
54730
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
0.9705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9709
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9709
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1921
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1004
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5153
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1327.3335
UserCPU time millis
1830
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1520
Cross-validation details (10 times 10-fold Crossvalidation)