Run
224984

Run 224984

Task 4582 (Supervised Classification) analcatdata_dmft 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
0.5459
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7122
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0901
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-724.997
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2905
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
7970
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
0.7149
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7095
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7095
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9257
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5389
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.3617
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
876.0664
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)