DEVELOPMENT... OpenML
Run
55692

Run 55692

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 12-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I80
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9707
Per class
Build CPU time
15.8787
Build memory
73143524
F measure
0.9079
Per class
Kappa
0.8142
KB relative information score
356.7786
Mean absolute error
0.1537
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.908
Per class
Predictive accuracy
0.908
Prior entropy
0.9945
Recall
0.908
Per class
Relative absolute error
0.3098
Root mean prior squared error
0.4981
Root mean squared error
0.2609
Root relative squared error
0.5239
SciMark benchmark
942.4935