DEVELOPMENT... OpenML
Run
103787

Run 103787

Task 34 (Supervised Classification) postoperative-patient-data 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
0.4498
Per class
Build CPU time
0.0312
Build memory
990755514.4
F measure
0.5455
Per class
Kappa
-0.1504
KB relative information score
-6.3627
Mean absolute error
0.2896
Mean prior absolute error
0.2871
Number of instances
90
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4856
Per class
Predictive accuracy
0.6222
Prior entropy
1.0305
Recall
0.6222
Per class
Relative absolute error
1.0087
Root mean prior squared error
0.3755
Root mean squared error
0.425
Root relative squared error
1.1319
SciMark benchmark
844.3635