Run
243765

Run 243765

Task 1914 (Supervised Classification) postoperative-patient-data 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
0.3836
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5649
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0573
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-142.5146
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3204
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
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
0.5506
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6189
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6189
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.1162
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2006
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
906.4475
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)