Run
581587

Run 581587

Task 43 (Supervised Classification) spambase Uploaded 07-06-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LibSVM(8)Yasser EL-Manzalawy (2005). WLSVM. URL http://www.cs.iastate.edu/~yasser/wlsvm/. Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL http://www.csie.ntu.edu.tw/~cjlin/libsvm/.
weka.LibSVM(8)_S0
weka.LibSVM(8)_K2
weka.LibSVM(8)_D3
weka.LibSVM(8)_G0.0
weka.LibSVM(8)_R0.0
weka.LibSVM(8)_C1.0
weka.LibSVM(8)_N0.5
weka.LibSVM(8)_P0.1
weka.LibSVM(8)_M40.0
weka.LibSVM(8)_E0.001
weka.LibSVM(8)_modelD:\Weka-3-7
weka.LibSVM(8)_seed1

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
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3035.264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1742.8208
UserCPU time millis
17828.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
9031.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8796.875
Cross-validation details (10-fold Crossvalidation)