Run
46533

Run 46533

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 03-11-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
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
0.8476
Per class
Cross-validation details (33% Holdout set)
Build CPU time
6489.5
Cross-validation details (33% Holdout set)
Build memory
1535193336
Cross-validation details (33% Holdout set)
F measure
0.784
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5205
Cross-validation details (33% Holdout set)
KB relative information score
5398.7309
Cross-validation details (33% Holdout set)
Mean absolute error
0.2654
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7832
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7856
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7856
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5855
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.3885
Cross-validation details (33% Holdout set)
Root relative squared error
0.8161
Cross-validation details (33% Holdout set)
SciMark benchmark
942.7014