Run
263645

Run 263645

Task 1785 (Supervised Classification) car Uploaded 05-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9545
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9336
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8513
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
7180.6698
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0353
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
8640
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9409
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9294
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9294
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1542
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1879
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5557
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1316.7714
UserCPU time millis
180
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (5 times 2-fold Crossvalidation)