Run
255337

Run 255337

Task 3053 (Supervised Classification) monks-problems-1 Uploaded 05-03-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_REPTree(8)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.Bagging_REPTree(8)_P100
weka.Bagging_REPTree(8)_S1
weka.Bagging_REPTree(8)_num-slots1
weka.Bagging_REPTree(8)_I80
weka.Bagging_REPTree(8)_Wweka.classifiers.trees.REPTree

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
1
Per class
Cross-validation details (33% Holdout set)
F measure
0.9726
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9452
Cross-validation details (33% Holdout set)
KB relative information score
141.5055
Cross-validation details (33% Holdout set)
Mean absolute error
0.1344
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.5
Cross-validation details (33% Holdout set)
Number of instances
183
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9741
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9727
Cross-validation details (33% Holdout set)
Prior entropy
1
Cross-validation details (33% Holdout set)
Recall
0.9727
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2689
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5
Cross-validation details (33% Holdout set)
Root mean squared error
0.186
Cross-validation details (33% Holdout set)
Root relative squared error
0.3719
Cross-validation details (33% Holdout set)
SciMark benchmark
1360.2771
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
50
Cross-validation details (33% Holdout set)