Run
616

Run 616

Task 93 (Learning Curve) postoperative-patient-data Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.NaiveBayes(1)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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.

17 Evaluation measures

Area under ROC curve
0.3929 ± 0.2101
Per class
Kappa
-0.0198 ± 0.1671
KB relative information score
-0.0645 ± 0.1233
Mean absolute error
0.2934 ± 0.0314
Mean prior absolute error
0.2871 ± 0.0196
Number of instances
900
Per class
OS information
[ Sun Microsystems Inc., 1.6.0_30, amd64, Linux, 2.6.32-358.6.2.el6.x86_64 ]
Predictive accuracy
0.6822 ± 0.0865
Prior entropy
0.983 ± 0.181
Recall
0.6822 ± 0.0865
Per class
Relative absolute error
1.0219 ± 0.0887
Root mean prior squared error
0.3755 ± 0.0263
Root mean squared error
0.4042 ± 0.0417
Root relative squared error
1.0764 ± 0.0824
SciMark benchmark
810.7624