Run
243681

Run 243681

Task 287 (Supervised Classification) ionosphere Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_M-1

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
0.9175
Per class
Cross-validation details (33% Holdout set)
F measure
0.8942
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7612
Cross-validation details (33% Holdout set)
KB relative information score
83.2335
Cross-validation details (33% Holdout set)
Mean absolute error
0.1188
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4549
Cross-validation details (33% Holdout set)
Number of instances
115
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8952
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8957
Cross-validation details (33% Holdout set)
Prior entropy
0.9425
Cross-validation details (33% Holdout set)
Recall
0.8957
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2611
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4739
Cross-validation details (33% Holdout set)
Root mean squared error
0.2923
Cross-validation details (33% Holdout set)
Root relative squared error
0.6169
Cross-validation details (33% Holdout set)
SciMark benchmark
1386.5717
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)