DEVELOPMENT... OpenML
Run
80363

Run 80363

Task 1802 (Supervised Classification) ecoli Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9531
Per class
Build CPU time
0.0066
Build memory
2218782905.6
F measure
0.8235
Per class
Kappa
0.7659
KB relative information score
1173.2757
Mean absolute error
0.0624
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
0.8212
Per class
Predictive accuracy
0.8321
Prior entropy
2.2353
Recall
0.8321
Per class
Relative absolute error
0.3414
Root mean prior squared error
0.3016
Root mean squared error
0.1818
Root relative squared error
0.6029
SciMark benchmark
949.2096