DEVELOPMENT... OpenML
Run
186253

Run 186253

Task 4228 (Supervised Classification) tr23.wc 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
0.9619
Per class
F measure
0.6854
Per class
Kappa
0.5916
KB relative information score
929.5458
Mean absolute error
0.157
Mean prior absolute error
0.2385
Number of instances
2040
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8032
Per class
Predictive accuracy
0.7397
Prior entropy
2.1253
Recall
0.7397
Per class
Relative absolute error
0.6581
Root mean prior squared error
0.3445
Root mean squared error
0.2559
Root relative squared error
0.7429
SciMark benchmark
1066.7184
UserCPU time millis
2840
UserCPU time millis testing
80
UserCPU time millis training
2760

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