Run
243673

Run 243673

Task 236 (Supervised Classification) letter Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.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
0.9791
Per class
Cross-validation details (33% Holdout set)
F measure
0.7697
Per class
Cross-validation details (33% Holdout set)
Kappa
0.762
Cross-validation details (33% Holdout set)
KB relative information score
5133.5143
Cross-validation details (33% Holdout set)
Mean absolute error
0.0273
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.074
Cross-validation details (33% Holdout set)
Number of instances
6600
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7702
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7712
Cross-validation details (33% Holdout set)
Prior entropy
4.6998
Cross-validation details (33% Holdout set)
Recall
0.7712
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3695
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.1137
Cross-validation details (33% Holdout set)
Root relative squared error
0.5911
Cross-validation details (33% Holdout set)
SciMark benchmark
1419.2433
UserCPU time millis
126040
Cross-validation details (33% Holdout set)
UserCPU time millis testing
1120
Cross-validation details (33% Holdout set)
UserCPU time millis training
124920
Cross-validation details (33% Holdout set)