DEVELOPMENT... OpenML
Run
54010

Run 54010

Task 4413 (Supervised Classification) house_8L Uploaded 08-11-2014 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)_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
0.9472
Per class
Build CPU time
4730.5624
Build memory
994416552.2517
F measure
0.8894
Per class
Kappa
0.731
KB relative information score
142875.433
Mean absolute error
0.1572
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8896
Per class
Predictive accuracy
0.8912
Prior entropy
0.8764
Recall
0.8912
Per class
Relative absolute error
0.3772
Root mean prior squared error
0.4565
Root mean squared error
0.2804
Root relative squared error
0.6142
SciMark benchmark
941.4059