DEVELOPMENT... OpenML
Run
104168

Run 104168

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5457
Per class
Build CPU time
0.0509
Build memory
647577725.0314
F measure
0.7004
Per class
Kappa
0.0692
KB relative information score
-24.9219
Mean absolute error
0.3464
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6832
Per class
Predictive accuracy
0.7296
Prior entropy
0.7667
Recall
0.7296
Per class
Relative absolute error
1.0033
Root mean prior squared error
0.4143
Root mean squared error
0.4469
Root relative squared error
1.0786
SciMark benchmark
912.1058