DEVELOPMENT... OpenML
Run
103863

Run 103863

Task 271 (Supervised Classification) soybean 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
0.9952
Per class
Build CPU time
0.289
Build memory
408088504
F measure
0.8837
Per class
Kappa
0.8815
KB relative information score
186.9179
Mean absolute error
0.0286
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9044
Per class
Predictive accuracy
0.8933
Prior entropy
3.8572
Recall
0.8933
Per class
Relative absolute error
0.2987
Root mean prior squared error
0.2185
Root mean squared error
0.0968
Root relative squared error
0.443
SciMark benchmark
945.4776