Run
29934

Run 29934

Task 237 (Supervised Classification) audiology Uploaded 13-10-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9078
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.152
Cross-validation details (33% Holdout set)
Build memory
88468432
Cross-validation details (33% Holdout set)
F measure
0.6628
Per class
Cross-validation details (33% Holdout set)
Kappa
0.676
Cross-validation details (33% Holdout set)
KB relative information score
47.9279
Cross-validation details (33% Holdout set)
Mean absolute error
0.03
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
74
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6326
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7162
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.7162
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4081
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1361
Cross-validation details (33% Holdout set)
Root relative squared error
0.7067
Cross-validation details (33% Holdout set)
SciMark benchmark
945.5113