Run
554624

Run 554624

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 10-04-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
222.0466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.5254
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)