DEVELOPMENT... OpenML
Run
186445

Run 186445

Task 4421 (Supervised Classification) tecator 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
0.9715
Per class
F measure
0.9037
Per class
Kappa
0.8028
KB relative information score
1506.9641
Mean absolute error
0.2011
Mean prior absolute error
0.4888
Number of instances
2400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9037
Per class
Predictive accuracy
0.9038
Prior entropy
0.984
Recall
0.9038
Per class
Relative absolute error
0.4114
Root mean prior squared error
0.4943
Root mean squared error
0.2743
Root relative squared error
0.5549
SciMark benchmark
1304.6687
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90