DEVELOPMENT... OpenML
Run
13258

Run 13258

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I40
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9526
Per class
F measure
0.8303
Per class
Kappa
0.7751
KB relative information score
235.9346
Mean absolute error
0.0623
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
0.8278
Per class
Predictive accuracy
0.8393
Prior entropy
2.2353
Recall
0.8393
Per class
Relative absolute error
0.3407
Root mean prior squared error
0.3016
Root mean squared error
0.1718
Root relative squared error
0.5695
SciMark benchmark
921.069[570.0132917047131886.7717081175687481.28276544297296908.95983339136731758.3172656914378]