DEVELOPMENT... OpenML
Run
77110

Run 77110

Task 2079 (Supervised Classification) eucalyptus Uploaded 01-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
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
0.8644
Per class
Build CPU time
7.4545
Build memory
1378250727.1957
F measure
0.5773
Per class
Kappa
0.4579
KB relative information score
322.6424
Mean absolute error
0.2119
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5814
Per class
Predictive accuracy
0.5802
Prior entropy
2.2629
Recall
0.5802
Per class
Relative absolute error
0.6766
Root mean prior squared error
0.3957
Root mean squared error
0.3241
Root relative squared error
0.8191
SciMark benchmark
916.8552