Run
284149

Run 284149

Task 3024 (Supervised Classification) sick Uploaded 10-03-2015 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
0.9311
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9796
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8216
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
27092.4606
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0231
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
37720
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
0.9795
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9797
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9797
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2001
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1336
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5571
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1315.933
UserCPU time millis
650
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
520
Cross-validation details (10 times 10-fold Crossvalidation)