Run
580815

Run 580815

Task 2075 (Supervised Classification) abalone Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Bagging_LMT(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_W0.0
weka.Bagging_LMT(3)_P100
weka.Bagging_LMT(3)_S1
weka.Bagging_LMT(3)_num-slots1
weka.Bagging_LMT(3)_I10
weka.Bagging_LMT(3)_Wweka.classifiers.trees.LMT

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
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1037.5229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0554
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.2281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1588.5926
UserCPU time millis
318830
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
318580
Cross-validation details (10-fold Crossvalidation)