Run
233231

Run 233231

Task 4248 (Supervised Classification) irish Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.7773
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7859
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5653
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2855.324
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2106
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
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
0.7938
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7894
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7894
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4265
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4589
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9236
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.6005
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)