DEVELOPMENT... OpenML
Run
185729

Run 185729

Task 3497 (Supervised Classification) grub-damage 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
0.6481
Per class
F measure
0.3707
Per class
Kappa
0.1361
KB relative information score
30.9588
Mean absolute error
0.3254
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3719
Per class
Predictive accuracy
0.3742
Prior entropy
1.9281
Recall
0.3742
Per class
Relative absolute error
0.8944
Root mean prior squared error
0.4263
Root mean squared error
0.4362
Root relative squared error
1.0232
SciMark benchmark
1315.3881
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30