Run
6337

Run 6337

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.3748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-41.7186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1455
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.4524[572.25745432106901.2885863823998483.8854846559526915.94689394904971758.8835103978397]