Run
20813

Run 20813

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.LWL_RandomForest(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_RandomForest(1)_Atrue
weka.LWL_RandomForest(1)_K-1
weka.LWL_RandomForest(1)_U0
weka.LWL_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.4837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.3087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
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
0.5013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.5778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.8229[560.30860489012831012.3219999497024437.1913228999793909.27509318503251760.017229859821]