DEVELOPMENT... OpenML
Run
100260

Run 100260

Task 52 (Supervised Classification) heart-statlog Uploaded 08-12-2014 by Felicia West
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_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.

21 Evaluation measures

Area under ROC curve
0.8983
Per class
Build CPU time
0.0059
Build memory
84096176
F measure
0.8291
Per class
Kappa
0.6533
KB relative information score
152.0919
Mean absolute error
0.2265
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8294
Per class
Predictive accuracy
0.8296
Prior entropy
0.9912
Recall
0.8296
Per class
Relative absolute error
0.4586
Root mean prior squared error
0.4969
Root mean squared error
0.3548
Root relative squared error
0.7141
SciMark benchmark
945.1738