DEVELOPMENT... OpenML
Run
59754

Run 59754

Task 3913 (Supervised Classification) kc2 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
0.8099
Per class
Build CPU time
3.1891
Build memory
95321084.7969
F measure
0.8222
Per class
Kappa
0.427
KB relative information score
146.1918
Mean absolute error
0.2116
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8193
Per class
Predictive accuracy
0.8333
Prior entropy
0.734
Recall
0.8333
Per class
Relative absolute error
0.648
Root mean prior squared error
0.4037
Root mean squared error
0.3455
Root relative squared error
0.8558
SciMark benchmark
821.7292