DEVELOPMENT... OpenML
Run
77418

Run 77418

Task 3896 (Supervised Classification) ada_agnostic 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)_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
0.8952
Per class
Build CPU time
91.6915
Build memory
2118652668.9189
F measure
0.8413
Per class
Kappa
0.5615
KB relative information score
1798.6993
Mean absolute error
0.2187
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8408
Per class
Predictive accuracy
0.8474
Prior entropy
0.8085
Recall
0.8474
Per class
Relative absolute error
0.586
Root mean prior squared error
0.4319
Root mean squared error
0.3277
Root relative squared error
0.7587
SciMark benchmark
916.8552