DEVELOPMENT... OpenML
Run
59051

Run 59051

Task 3576 (Supervised Classification) sleuth_ex2015 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)_I20
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
0.77
Per class
Build CPU time
0.4775
Build memory
103126584.8
F measure
0.7166
Per class
Kappa
0.4333
KB relative information score
15.9858
Mean absolute error
0.3819
Mean prior absolute error
0.5
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7169
Per class
Predictive accuracy
0.7167
Prior entropy
1
Recall
0.7167
Per class
Relative absolute error
0.7638
Root mean prior squared error
0.5
Root mean squared error
0.4444
Root relative squared error
0.8887
SciMark benchmark
1216.8013