Run
383295

Run 383295

Task 7394 (Supervised Classification) physionet_asystole Uploaded 03-04-2015 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
0.8797
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4477
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
309.0198
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1794
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2814
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1200
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
0.8489
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6626
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6373
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3199
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8584
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
941.4109
UserCPU time millis
10
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
Cross-validation details (10 times 10-fold Crossvalidation)