DEVELOPMENT... OpenML
Run
186676

Run 186676

Task 4654 (Supervised Classification) teachingAssistant Uploaded 25-02-2015 by Felicia West
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Flow

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

22 Evaluation measures

Area under ROC curve
0.7749
Per class
F measure
0.6083
Per class
Kappa
0.4113
KB relative information score
530.2979
Mean absolute error
0.3227
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6116
Per class
Predictive accuracy
0.6073
Prior entropy
1.5845
Recall
0.6073
Per class
Relative absolute error
0.7264
Root mean prior squared error
0.4713
Root mean squared error
0.4198
Root relative squared error
0.8907
SciMark benchmark
1331.6907
UserCPU time millis
30
UserCPU time millis training
30