Run
5951

Run 5951

Task 65 (Learning Curve) arrhythmia Uploaded 09-05-2014 by Jan van Rijn
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Flow

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

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7123 ± 0.0541
Per class
F measure
0.5376 ± 0.0413
Per class
Kappa
0.3074 ± 0.0905
KB relative information score
0.319 ± 0.0809
Mean absolute error
0.0572 ± 0.0075
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.5381 ± 0.047
Per class
Predictive accuracy
0.544 ± 0.0627
Prior entropy
2.4124 ± 0.056
Recall
0.544 ± 0.0627
Per class
Relative absolute error
0.6687 ± 0.0874
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.2336 ± 0.0163
Root relative squared error
1.1368 ± 0.0783
SciMark benchmark
881.53