DEVELOPMENT... OpenML
Run
29549

Run 29549

Task 4254 (Supervised Classification) analcatdata_authorship Uploaded 12-10-2014 by Felicia West
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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
0.996
Per class
Build CPU time
1.7205
Build memory
614614269.1348
F measure
0.9671
Per class
Kappa
0.9522
KB relative information score
7687.7635
Mean absolute error
0.0387
Mean prior absolute error
0.3439
Number of instances
8410
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9675
Per class
Predictive accuracy
0.9672
Prior entropy
1.7898
Recall
0.9672
Per class
Relative absolute error
0.1125
Root mean prior squared error
0.4146
Root mean squared error
0.1188
Root relative squared error
0.2865
SciMark benchmark
943.9583