Run
220638

Run 220638

Task 4523 (Supervised Classification) tae Uploaded 01-03-2015 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
0.6809
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6961
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3161
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
376.6256
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.333
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1510
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
0.6937
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7364
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4897
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.5006
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)