DEVELOPMENT... OpenML
Run
81004

Run 81004

Task 3901 (Supervised Classification) jEdit_4.2_4.3 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I20
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.7343
Per class
Build CPU time
0.0473
Build memory
1535252014.1355
F measure
0.678
Per class
Kappa
0.3504
KB relative information score
76.2161
Mean absolute error
0.4031
Mean prior absolute error
0.4944
Number of instances
369
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6791
Per class
Predictive accuracy
0.6775
Prior entropy
0.992
Recall
0.6775
Per class
Relative absolute error
0.8153
Root mean prior squared error
0.4972
Root mean squared error
0.4563
Root relative squared error
0.9177
SciMark benchmark
941.5201