DEVELOPMENT... OpenML
Run
186623

Run 186623

Task 4593 (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
0.7233
Per class
F measure
0.6782
Per class
Kappa
0.2415
KB relative information score
262.7433
Mean absolute error
0.3469
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6737
Per class
Predictive accuracy
0.6865
Prior entropy
0.9027
Recall
0.6865
Per class
Relative absolute error
0.8008
Root mean prior squared error
0.465
Root mean squared error
0.447
Root relative squared error
0.9613
SciMark benchmark
1372.2145
UserCPU time millis
20
UserCPU time millis training
20