DEVELOPMENT... OpenML
Run
186531

Run 186531

Task 4502 (Supervised Classification) socmob 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
0.9843
Per class
F measure
0.947
Per class
Kappa
0.8446
KB relative information score
8393.4525
Mean absolute error
0.0959
Mean prior absolute error
0.3451
Number of instances
11560
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9469
Per class
Predictive accuracy
0.9477
Prior entropy
0.7637
Recall
0.9477
Per class
Relative absolute error
0.2779
Root mean prior squared error
0.4152
Root mean squared error
0.1998
Root relative squared error
0.4813
SciMark benchmark
1250.8301
UserCPU time millis
90
UserCPU time millis testing
20
UserCPU time millis training
70

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