DEVELOPMENT... OpenML
Run
185750

Run 185750

Task 3521 (Supervised Classification) oh15.wc 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
0.9713
Per class
F measure
0.7254
Per class
Kappa
0.6948
KB relative information score
420.4075
Mean absolute error
0.1311
Mean prior absolute error
0.1768
Number of instances
913
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8008
Per class
Predictive accuracy
0.736
Prior entropy
3.2121
Recall
0.736
Per class
Relative absolute error
0.7418
Root mean prior squared error
0.2973
Root mean squared error
0.2323
Root relative squared error
0.7813
SciMark benchmark
1336.2509
UserCPU time millis
11300
UserCPU time millis testing
450
UserCPU time millis training
10850