DEVELOPMENT... OpenML
Run
26947

Run 26947

Task 3859 (Supervised Classification) prnn_fglass Uploaded 08-10-2014 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)_I20
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
0.8676
Per class
Build CPU time
0.0371
Build memory
836132499.7757
F measure
0.788
Per class
Kappa
0.534
KB relative information score
86.2469
Mean absolute error
0.2784
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7872
Per class
Predictive accuracy
0.7897
Prior entropy
0.9397
Recall
0.7897
Per class
Relative absolute error
0.6074
Root mean prior squared error
0.4786
Root mean squared error
0.3813
Root relative squared error
0.7968
SciMark benchmark
941.2784