Run
23143

Run 23143

Task 42 (Supervised Classification) haberman Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I20
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
weka.LADTree(1)_B10

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
0.6793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.5817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8826
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.9174[556.7317897675096934.281216483.44967579697345914.98778054938791765.136766288487]