DEVELOPMENT... OpenML
Run
60692

Run 60692

Task 3913 (Supervised Classification) kc2 Uploaded 16-11-2014 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_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I10
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8185
Per class
Build CPU time
0.0014
Build memory
61902456.0613
F measure
0.8396
Per class
Kappa
0.5035
KB relative information score
119.0929
Mean absolute error
0.2347
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8383
Per class
Predictive accuracy
0.841
Prior entropy
0.734
Recall
0.841
Per class
Relative absolute error
0.7186
Root mean prior squared error
0.4037
Root mean squared error
0.3429
Root relative squared error
0.8494
SciMark benchmark
1228.4184