DEVELOPMENT... OpenML
Run
103796

Run 103796

Task 38 (Supervised Classification) ecoli Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.9657
Per class
Build CPU time
0.0959
Build memory
740324396.4762
F measure
0.8554
Per class
Kappa
0.8096
KB relative information score
244.6217
Mean absolute error
0.0577
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
0.8501
Per class
Predictive accuracy
0.8631
Prior entropy
2.2353
Recall
0.8631
Per class
Relative absolute error
0.3159
Root mean prior squared error
0.3016
Root mean squared error
0.166
Root relative squared error
0.5502
SciMark benchmark
844.3635