Run
224331

Run 224331

Task 1790 (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
0.4875
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.0011
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
-0.025
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-20813.0127
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3998
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
64800
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1953
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.0006
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.0006
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.4641
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.6323
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.7113
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
906.4475
UserCPU time millis
11980
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
11980
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)