DEVELOPMENT... OpenML
Run
104071

Run 104071

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7269
Per class
Build CPU time
0.0164
Build memory
982543718.8468
F measure
0.7119
Per class
Kappa
0.4232
KB relative information score
29.4563
Mean absolute error
0.3779
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7125
Per class
Predictive accuracy
0.7117
Prior entropy
0.9986
Recall
0.7117
Per class
Relative absolute error
0.7574
Root mean prior squared error
0.4995
Root mean squared error
0.4697
Root relative squared error
0.9403
SciMark benchmark
938.6628