Run
549913

Run 549913

Task 3483 (Supervised Classification) mammography Uploaded 08-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3571.2903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.76
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.7982
UserCPU time millis
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
280
Cross-validation details (10-fold Crossvalidation)