Run
300471

Run 300471

Task 93 (Learning Curve) postoperative-patient-data Uploaded 17-03-2015 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
0.3746 ± 0.1962
Per class
F measure
0.551 ± 0.109
Per class
Kappa
-0.0999 ± 0.1677
KB relative information score
-0.1486 ± 0.2053
Mean absolute error
0.3149 ± 0.0449
Mean prior absolute error
0.2871 ± 0.0196
Number of instances
900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5122 ± 0.1383
Per class
Predictive accuracy
0.6111 ± 0.1122
Prior entropy
0.983 ± 0.181
Recall
0.6111 ± 0.1122
Per class
Relative absolute error
1.0969 ± 0.1664
Root mean prior squared error
0.3755 ± 0.0263
Root mean squared error
0.4441 ± 0.0537
Root relative squared error
1.1828 ± 0.1506
SciMark benchmark
1295.8895
UserCPU time millis
10
UserCPU time millis training
10