Run
224857

Run 224857

Task 4396 (Supervised Classification) sensory 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
0.5545
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5118
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0999
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
30.171
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4769
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5760
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5785
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5231
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5231
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9822
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6906
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.4016
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1386.5717
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)