DEVELOPMENT... OpenML
Run
31172

Run 31172

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 13-10-2014 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)_I80
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
0.9109
Per class
Build CPU time
0.0375
Build memory
846381379.2
F measure
0.8487
Per class
Kappa
0.6919
KB relative information score
51.1866
Mean absolute error
0.2565
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8518
Per class
Predictive accuracy
0.85
Prior entropy
0.99
Recall
0.85
Per class
Relative absolute error
0.5203
Root mean prior squared error
0.4964
Root mean squared error
0.3415
Root relative squared error
0.6881
SciMark benchmark
585.4664

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