DEVELOPMENT... OpenML
Run
57942

Run 57942

Task 3687 (Supervised Classification) cal_housing Uploaded 14-11-2014 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)_I40
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
0.9651
Per class
Build CPU time
2637.5581
Build memory
1451242688
F measure
0.8996
Per class
Kappa
0.7914
KB relative information score
14558.6499
Mean absolute error
0.1504
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8996
Per class
Predictive accuracy
0.8998
Prior entropy
0.9745
Recall
0.8998
Per class
Relative absolute error
0.3117
Root mean prior squared error
0.4911
Root mean squared error
0.268
Root relative squared error
0.5457
SciMark benchmark
942.728