DEVELOPMENT... OpenML
Run
186266

Run 186266

Task 4244 (Supervised Classification) prnn_crabs 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
0.9725
Per class
F measure
0.947
Per class
Kappa
0.894
KB relative information score
1437.4434
Mean absolute error
0.1598
Mean prior absolute error
0.5
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9471
Per class
Predictive accuracy
0.947
Prior entropy
1
Recall
0.947
Per class
Relative absolute error
0.3197
Root mean prior squared error
0.5
Root mean squared error
0.2396
Root relative squared error
0.4793
SciMark benchmark
1072.3689
UserCPU time millis
30
UserCPU time millis training
30