DEVELOPMENT... OpenML
Run
64335

Run 64335

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 17-11-2014 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)_I160
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
0.9156
Per class
Build CPU time
0.0276
Build memory
734396695.2926
F measure
0.8266
Per class
Kappa
0.0827
KB relative information score
185.7087
Mean absolute error
0.1365
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8929
Per class
Predictive accuracy
0.8779
Prior entropy
0.5574
Recall
0.8779
Per class
Relative absolute error
0.6065
Root mean prior squared error
0.3346
Root mean squared error
0.2573
Root relative squared error
0.7692
SciMark benchmark
909.6624