DEVELOPMENT... OpenML
Run
185544

Run 185544

Task 6 (Supervised Classification) letter 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
0.9995
Per class
F measure
0.9653
Per class
Kappa
0.9639
KB relative information score
18463.9303
Mean absolute error
0.0131
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9656
Per class
Predictive accuracy
0.9653
Prior entropy
4.6998
Recall
0.9653
Per class
Relative absolute error
0.1769
Root mean prior squared error
0.1923
Root mean squared error
0.0623
Root relative squared error
0.3238
SciMark benchmark
1291.6995
UserCPU time millis
11580
UserCPU time millis testing
1650
UserCPU time millis training
9930