DEVELOPMENT... OpenML
Run
185527

Run 185527

Task 1800 (Supervised Classification) segment 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
0.9987
Per class
F measure
0.9734
Per class
Kappa
0.969
KB relative information score
10943.2567
Mean absolute error
0.0216
Mean prior absolute error
0.2449
Number of instances
11550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9734
Per class
Predictive accuracy
0.9734
Prior entropy
2.8074
Recall
0.9734
Per class
Relative absolute error
0.0884
Root mean prior squared error
0.3499
Root mean squared error
0.0831
Root relative squared error
0.2376
SciMark benchmark
1301.9956
UserCPU time millis
910
UserCPU time millis testing
70
UserCPU time millis training
840