DEVELOPMENT... OpenML
Run
186450

Run 186450

Task 4424 (Supervised Classification) fishcatch 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
0.9938
Per class
F measure
0.9571
Per class
Kappa
0.9109
KB relative information score
1406.3097
Mean absolute error
0.0544
Mean prior absolute error
0.4797
Number of instances
1580
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9579
Per class
Predictive accuracy
0.957
Prior entropy
0.971
Recall
0.957
Per class
Relative absolute error
0.1135
Root mean prior squared error
0.4896
Root mean squared error
0.1689
Root relative squared error
0.3449
SciMark benchmark
1304.6687
UserCPU time millis
10
UserCPU time millis training
10