DEVELOPMENT... OpenML
Run
76477

Run 76477

Task 38 (Supervised Classification) ecoli Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I20
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9691
Per class
Build CPU time
1.205
Build memory
415990921.8095
F measure
0.8634
Per class
Kappa
0.8186
KB relative information score
242.8317
Mean absolute error
0.06
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
0.8584
Per class
Predictive accuracy
0.869
Prior entropy
2.2353
Recall
0.869
Per class
Relative absolute error
0.328
Root mean prior squared error
0.3016
Root mean squared error
0.1652
Root relative squared error
0.5478
SciMark benchmark
930.1721