DEVELOPMENT... OpenML
Run
45999

Run 45999

Task 4613 (Supervised Classification) usp05-ft Uploaded 30-10-2014 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_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
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
0.964
Per class
Build CPU time
14.2896
Build memory
64240498.7053
F measure
0.9057
Per class
Kappa
0.7788
KB relative information score
398.6734
Mean absolute error
0.0608
Mean prior absolute error
0.1439
Number of instances
720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8952
Per class
Predictive accuracy
0.9222
Prior entropy
1.4392
Recall
0.9222
Per class
Relative absolute error
0.4222
Root mean prior squared error
0.2584
Root mean squared error
0.1508
Root relative squared error
0.5836
SciMark benchmark
942.8892