Run
18209

Run 18209

Task 39 (Supervised Classification) sonar Uploaded 10-06-2014 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)_I40
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.1147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.4331[553.3758462698278996.8727570475086469.08777620550035886.82000016937721731.008996151473]