DEVELOPMENT... OpenML
Run
186687

Run 186687

Task 4598 (Supervised Classification) sylva_prior 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
0.9989
Per class
F measure
0.994
Per class
Kappa
0.9479
KB relative information score
109130.8857
Mean absolute error
0.0222
Mean prior absolute error
0.1156
Number of instances
143950
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.994
Per class
Predictive accuracy
0.994
Prior entropy
0.3338
Recall
0.994
Per class
Relative absolute error
0.1917
Root mean prior squared error
0.2403
Root mean squared error
0.079
Root relative squared error
0.3287
SciMark benchmark
1319.6463
UserCPU time millis
6310
UserCPU time millis testing
490
UserCPU time millis training
5820