DEVELOPMENT... OpenML
Run
104328

Run 104328

Task 3898 (Supervised Classification) kc1-top5 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
0.8887
Per class
Build CPU time
0.0562
Build memory
196884283.6966
F measure
0.9158
Per class
Kappa
0.1163
KB relative information score
-40.4392
Mean absolute error
0.0864
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9086
Per class
Predictive accuracy
0.9241
Prior entropy
0.3323
Recall
0.9241
Per class
Relative absolute error
0.7882
Root mean prior squared error
0.2284
Root mean squared error
0.216
Root relative squared error
0.9459
SciMark benchmark
906.4221