Run
403373

Run 403373

Task 4238 (Supervised Classification) wap.wc Uploaded 23-04-2015 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
0.9709
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8162
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7996
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
12351.8009
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0213
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0899
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15600
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8189
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8207
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.7381
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8207
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.237
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.212
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1179
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.556
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
907.1091
UserCPU time millis
6578690
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
390130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
6188560
Cross-validation details (10 times 10-fold Crossvalidation)