Run
172027

Run 172027

Task 2922 (Supervised Classification) lung-cancer Uploaded 20-02-2015 by Jan van Rijn
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Flow

weka.Ridor(3)Weka implementation of Ridor
weka.Ridor(3)_F3
weka.Ridor(3)_S1
weka.Ridor(3)_N2.0

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
0.5993
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6968
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2201
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
77.8987
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2844
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4099
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
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
0.6906
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7156
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.874
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7156
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6937
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5333
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1856
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1345.5871