DEVELOPMENT... OpenML
Run
104178

Run 104178

Task 3726 (Supervised Classification) sleuth_ex2016 Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.7751
Per class
Build CPU time
0.0257
Build memory
150298537.8391
F measure
0.6308
Per class
Kappa
0.2611
KB relative information score
26.1272
Mean absolute error
0.357
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6321
Per class
Predictive accuracy
0.6322
Prior entropy
0.9992
Recall
0.6322
Per class
Relative absolute error
0.7149
Root mean prior squared error
0.4997
Root mean squared error
0.4327
Root relative squared error
0.8659
SciMark benchmark
937.1859