DEVELOPMENT... OpenML
Run
185993

Run 185993

Task 3735 (Supervised Classification) pollen 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
0.4893
Per class
F measure
0.4828
Per class
Kappa
-0.0343
KB relative information score
-23.5792
Mean absolute error
0.5025
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4828
Per class
Predictive accuracy
0.4828
Prior entropy
1
Recall
0.4828
Per class
Relative absolute error
1.005
Root mean prior squared error
0.5
Root mean squared error
0.52
Root relative squared error
1.04
SciMark benchmark
1361.1055
UserCPU time millis
4400
UserCPU time millis testing
700
UserCPU time millis training
3700