DEVELOPMENT... OpenML
Run
46232

Run 46232

Task 1802 (Supervised Classification) ecoli Uploaded 31-10-2014 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)_I160
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
0.9678
Per class
Build CPU time
26.1031
Build memory
578495231.2
F measure
0.8635
Per class
Kappa
0.8188
KB relative information score
1250.631
Mean absolute error
0.0539
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8592
Per class
Predictive accuracy
0.869
Prior entropy
2.2353
Recall
0.869
Per class
Relative absolute error
0.2946
Root mean prior squared error
0.3016
Root mean squared error
0.1638
Root relative squared error
0.5429
SciMark benchmark
942.7014