DEVELOPMENT... OpenML
Run
59846

Run 59846

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.8629
Per class
Build CPU time
2.7493
Build memory
239710171.2
F measure
0.8108
Per class
Kappa
0.6131
KB relative information score
107.316
Mean absolute error
0.2944
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8118
Per class
Predictive accuracy
0.812
Prior entropy
0.9868
Recall
0.812
Per class
Relative absolute error
0.5998
Root mean prior squared error
0.4954
Root mean squared error
0.3829
Root relative squared error
0.7731
SciMark benchmark
1216.8013