DEVELOPMENT... OpenML
Run
186448

Run 186448

Task 4419 (Supervised Classification) fri_c0_1000_25 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
0.9422
Per class
F measure
0.86
Per class
Kappa
0.7203
KB relative information score
4725.6158
Mean absolute error
0.2872
Mean prior absolute error
0.5
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8614
Per class
Predictive accuracy
0.8601
Prior entropy
1
Recall
0.8601
Per class
Relative absolute error
0.5744
Root mean prior squared error
0.5
Root mean squared error
0.3367
Root relative squared error
0.6734
SciMark benchmark
1072.3689
UserCPU time millis
440
UserCPU time millis testing
50
UserCPU time millis training
390