DEVELOPMENT... OpenML
Run
28527

Run 28527

Task 4346 (Supervised Classification) fri_c2_100_25 Uploaded 09-10-2014 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
0.8711
Per class
Build CPU time
0.028
Build memory
1722692707.2
F measure
0.8419
Per class
Kappa
0.6771
KB relative information score
503.0434
Mean absolute error
0.2591
Mean prior absolute error
0.4904
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8418
Per class
Predictive accuracy
0.842
Prior entropy
0.9864
Recall
0.842
Per class
Relative absolute error
0.5284
Root mean prior squared error
0.4951
Root mean squared error
0.3655
Root relative squared error
0.7382
SciMark benchmark
929.3428