DEVELOPMENT... OpenML
Run
59949

Run 59949

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 15-11-2014 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)_I10
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
0.9609
Per class
Build CPU time
1.9543
Build memory
3364096451.2
F measure
0.8781
Per class
Kappa
0.7544
KB relative information score
343.0582
Mean absolute error
0.1654
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
0.8782
Per class
Predictive accuracy
0.878
Prior entropy
0.9945
Recall
0.878
Per class
Relative absolute error
0.3334
Root mean prior squared error
0.4981
Root mean squared error
0.2799
Root relative squared error
0.562
SciMark benchmark
944.3501