DEVELOPMENT... OpenML
Run
104023

Run 104023

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.8135
Per class
Build CPU time
0.0115
Build memory
306354433.3494
F measure
0.7815
Per class
Kappa
0.5564
KB relative information score
40.9641
Mean absolute error
0.2586
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7835
Per class
Predictive accuracy
0.7831
Prior entropy
0.9919
Recall
0.7831
Per class
Relative absolute error
0.5232
Root mean prior squared error
0.4971
Root mean squared error
0.4137
Root relative squared error
0.8323
SciMark benchmark
928.1083