DEVELOPMENT... OpenML
Run
186435

Run 186435

Task 4409 (Supervised Classification) kdd_el_nino-small 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
0.991
Per class
F measure
0.9517
Per class
Kappa
0.894
KB relative information score
6459.3931
Mean absolute error
0.0851
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9517
Per class
Predictive accuracy
0.9517
Prior entropy
0.9348
Recall
0.9517
Per class
Relative absolute error
0.187
Root mean prior squared error
0.4771
Root mean squared error
0.1887
Root relative squared error
0.3956
SciMark benchmark
1346.9602
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90