DEVELOPMENT... OpenML
Run
185528

Run 185528

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.3499
Per class
F measure
0.5297
Per class
Kappa
-0.1744
KB relative information score
-80.5838
Mean absolute error
0.3208
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5011
Per class
Predictive accuracy
0.5644
Prior entropy
1.0305
Recall
0.5644
Per class
Relative absolute error
1.1175
Root mean prior squared error
0.3755
Root mean squared error
0.4578
Root relative squared error
1.2191
SciMark benchmark
1346.9602
UserCPU time millis
20
UserCPU time millis training
20