Run
225064

Run 225064

Task 4527 (Supervised Classification) nursery Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.OSDL(1)S. Lievens, B. De Baets, K. Cao-Van (2006). A Probabilistic Framework for the Design of Instance-Based Supervised Ranking Algorithms in an Ordinal Setting. Annals of Operations Research.. Kim Cao-Van (2003). Supervised ranking: from semantics to algorithms. Stijn Lievens (2004). Studie en implementatie van instantie-gebaseerde algoritmen voor gesuperviseerd rangschikken.
weka.OSDL(1)_CMED
weka.OSDL(1)_S0.5

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
0.4999
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5333
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0003
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
27480.4577
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3335
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4445
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
129600
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
0.4444
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6665
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9183
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6665
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7503
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5775
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.225
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
906.4475
UserCPU time millis
10140
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)