DEVELOPMENT... OpenML
Run
58501

Run 58501

Task 3874 (Supervised Classification) ecoli 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
0.9884
Per class
Build CPU time
2.3656
Build memory
810401705.6905
F measure
0.9583
Per class
Kappa
0.9148
KB relative information score
290.4644
Mean absolute error
0.0735
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9583
Per class
Predictive accuracy
0.9583
Prior entropy
0.9842
Recall
0.9583
Per class
Relative absolute error
0.1503
Root mean prior squared error
0.4944
Root mean squared error
0.1776
Root relative squared error
0.3592
SciMark benchmark
987.7552