DEVELOPMENT... OpenML
Run
104227

Run 104227

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9866
Per class
Build CPU time
0.0106
Build memory
987288247.4545
F measure
0.9695
Per class
Kappa
0.9326
KB relative information score
113.8499
Mean absolute error
0.0687
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9699
Per class
Predictive accuracy
0.9697
Prior entropy
0.9347
Recall
0.9697
Per class
Relative absolute error
0.151
Root mean prior squared error
0.4765
Root mean squared error
0.174
Root relative squared error
0.3652
SciMark benchmark
892.0716