DEVELOPMENT... OpenML
Run
104311

Run 104311

Task 3874 (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
0.9855
Per class
Build CPU time
0.0399
Build memory
880837190.6905
F measure
0.9613
Per class
Kappa
0.9208
KB relative information score
286.7527
Mean absolute error
0.0783
Mean prior absolute error
0.489
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
0.9613
Per class
Predictive accuracy
0.9613
Prior entropy
0.9842
Recall
0.9613
Per class
Relative absolute error
0.1601
Root mean prior squared error
0.4944
Root mean squared error
0.1912
Root relative squared error
0.3868
SciMark benchmark
875.7999