Run
243764

Run 243764

Task 1910 (Supervised Classification) page-blocks 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
0.9864
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9632
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8032
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
39380.649
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0213
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
54730
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9631
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9646
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9646
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2799
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1025
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.526
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
906.4475
UserCPU time millis
1710
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1700
Cross-validation details (10 times 10-fold Crossvalidation)