DEVELOPMENT... OpenML
Run
28476

Run 28476

Task 4339 (Supervised Classification) fri_c3_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
0.744
Per class
Build CPU time
0.038
Build memory
1740572001.52
F measure
0.6666
Per class
Kappa
0.3249
KB relative information score
185.7621
Mean absolute error
0.4139
Mean prior absolute error
0.4951
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
0.6684
Per class
Predictive accuracy
0.67
Prior entropy
0.9931
Recall
0.67
Per class
Relative absolute error
0.8359
Root mean prior squared error
0.4975
Root mean squared error
0.4521
Root relative squared error
0.9087
SciMark benchmark
940.6712