DEVELOPMENT... OpenML
Run
35043

Run 35043

Task 4503 (Supervised Classification) fri_c1_250_10 Uploaded 22-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9559
Per class
Build CPU time
0.8856
Build memory
2581213677.04
F measure
0.8743
Per class
Kappa
0.7444
KB relative information score
1540.6262
Mean absolute error
0.2053
Mean prior absolute error
0.4929
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.875
Per class
Predictive accuracy
0.8748
Prior entropy
0.9898
Recall
0.8748
Per class
Relative absolute error
0.4166
Root mean prior squared error
0.4964
Root mean squared error
0.2941
Root relative squared error
0.5924
SciMark benchmark
784.8548