DEVELOPMENT... OpenML
Run
59709

Run 59709

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.8062
Per class
Build CPU time
0.3805
Build memory
109797056.8
F measure
0.7784
Per class
Kappa
0.546
KB relative information score
38.2001
Mean absolute error
0.3194
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7793
Per class
Predictive accuracy
0.78
Prior entropy
0.9864
Recall
0.78
Per class
Relative absolute error
0.6514
Root mean prior squared error
0.4951
Root mean squared error
0.4105
Root relative squared error
0.8292
SciMark benchmark
821.7292