DEVELOPMENT... OpenML
Run
55789

Run 55789

Task 1777 (Supervised Classification) breast-cancer Uploaded 12-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I80
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.6593
Per class
Build CPU time
10.6725
Build memory
69171265.6
F measure
0.6852
Per class
Kappa
0.2193
KB relative information score
126.8932
Mean absolute error
0.3654
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6801
Per class
Predictive accuracy
0.7042
Prior entropy
0.8796
Recall
0.7042
Per class
Relative absolute error
0.8735
Root mean prior squared error
0.457
Root mean squared error
0.4529
Root relative squared error
0.991
SciMark benchmark
938.259