DEVELOPMENT... OpenML
Run
80932

Run 80932

Task 3620 (Supervised Classification) fri_c0_100_5 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I20
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.8627
Per class
Build CPU time
0.0083
Build memory
2875387584
F measure
0.8202
Per class
Kappa
0.6388
KB relative information score
41.2984
Mean absolute error
0.3131
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8211
Per class
Predictive accuracy
0.82
Prior entropy
0.9956
Recall
0.82
Per class
Relative absolute error
0.6302
Root mean prior squared error
0.4984
Root mean squared error
0.3808
Root relative squared error
0.7641
SciMark benchmark
949.2096