DEVELOPMENT... OpenML
Run
53899

Run 53899

Task 38 (Supervised Classification) ecoli Uploaded 08-11-2014 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)_I80
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
0.9668
Per class
Build CPU time
25.9303
Build memory
3347559930.9762
F measure
0.8786
Per class
Kappa
0.8394
KB relative information score
252.2893
Mean absolute error
0.0519
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8743
Per class
Predictive accuracy
0.8839
Prior entropy
2.2353
Recall
0.8839
Per class
Relative absolute error
0.2839
Root mean prior squared error
0.3016
Root mean squared error
0.1617
Root relative squared error
0.5362
SciMark benchmark
945.8425

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