Run
179854

Run 179854

Task 4444 (Supervised Classification) analcatdata_chlamydia Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.5677
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.672
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1035
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-364.9178
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.361
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
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
0.7294
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.639
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.639
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.1587
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6008
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.5314
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
825.5282