DEVELOPMENT... OpenML
Run
186693

Run 186693

Task 4594 (Supervised Classification) sylva_agnostic 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
0.9985
Per class
F measure
0.991
Per class
Kappa
0.9207
KB relative information score
90000.5312
Mean absolute error
0.0339
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
0.991
Per class
Predictive accuracy
0.9912
Prior entropy
0.3338
Recall
0.9912
Per class
Relative absolute error
0.2935
Root mean prior squared error
0.2403
Root mean squared error
0.0974
Root relative squared error
0.4051
SciMark benchmark
1304.9611
UserCPU time millis
8120
UserCPU time millis testing
660
UserCPU time millis training
7460