DEVELOPMENT... OpenML
Run
75473

Run 75473

Task 3735 (Supervised Classification) pollen Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.4863
Per class
Build CPU time
26.1189
Build memory
1041554176.447
F measure
0.486
Per class
Kappa
-0.0281
KB relative information score
-24.483
Mean absolute error
0.5025
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.486
Per class
Predictive accuracy
0.486
Prior entropy
1
Recall
0.486
Per class
Relative absolute error
1.005
Root mean prior squared error
0.5
Root mean squared error
0.5152
Root relative squared error
1.0303
SciMark benchmark
940.6012