Run
147315

Run 147315

Task 3868 (Supervised Classification) glass Uploaded 02-02-2015 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(2)_I40
weka.Bagging_IBk(2)_P100
weka.Bagging_IBk(2)_S1
weka.Bagging_IBk(2)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(2)_num-slots1
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

22 Evaluation measures

Area under ROC curve
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.8254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.6434
UserCPU time millis
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)